Deep Learning from Scratch: Understand Neural Networks, TensorFlow & PyTorch by Building Projects

By Ezra Falcon

Unlock the world of deep learning with this practical, hands-on guide Whether you're a beginner or an experienced coder, this book will take you step by step through the essentials of neural networks, TensorFlow, and PyTorch. You'll build deep learning models from scratch, gaining the skills needed to create real-world projects without getting lost in jargon.

**Key Benefits You'll Gain: **

* **Understand the core concepts**: Learn how deep learning works and why it's revolutionizing industries like healthcare, finance, and entertainment.
* **Build neural networks from scratch**: Gain practical skills by coding your own models, rather than relying on high-level libraries.
* **Work with TensorFlow and PyTorch**: Learn the ins and outs of both frameworks, understanding when and why to use them.
* **Real-world projects**: From classifying images to predicting numerical values, each chapter introduces you to industry-relevant applications.
* **Get hands-on**: With projects like spam filters, sentiment analysis, and image classifiers, you'll have a real-world portfolio by the end of the book.

**Perfect for: **

* Beginners who want to understand deep learning with no prior experience.
* Developers looking to expand their skill set into machine learning.
* Anyone curious about how AI and neural networks power modern technology.

By the end of this book, you won't just understand deep learning concepts-you'll be able to create and deploy your own AI models with confidence. **Start your deep learning journey today and unlock the potential of neural networks **

• Format: Paperback
• Language: English
• ISBN: B0G3PSJ2QP
• ISBN13: 9798275819465
• Release Date: November 2025
• Publisher: Independently Published
• Length: 376 Pages
• Weight: 1.11 lbs.
• Dimensions: 0.8" x 6.0" x 9.0"